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This sample has the full End2End process of creating RAG application with Prompty and Azure AI Foundry. It includes GPT 3.5 Turbo LLM application code, evaluations, deployment automation with AZD C…
LogicApps workflows for historic and ongoing document export from SharePoint Online to Azure Storage, for ingesting into AI Search.
The Azure API Management landing zone accelerator provides an architectural approach and reference implementation to prepare landing zone subscriptions for a secure API Management infrastructure.
Simple .NET console application to demonstrate the GPT-4o Realtime API by 'calling' Santa Claus.
A 10-Lesson course teaching everything you need to know about harnessing GitHub Copilot as an AI Paired Programming resource.
A simple example implementation of the VoiceRAG pattern to power interactive voice generative AI experiences using RAG with Azure AI Search and Azure OpenAI's gpt-4o-realtime-preview model.
Azure OpenAI code resources for using gpt-4o-realtime capabilities.
Hero sample to showcase web chat capabilities for Azure Communication Services
Onboarding sample for web calling capabilities for Azure Communication Services
A sample app for the customer support center running in Azure, using Azure Communication Services and Azure OpenAI for text and voice bots.
A sample showing how to create a simulated API implementation for Azure OpenAI (AOAI)
"LightRAG: Simple and Fast Retrieval-Augmented Generation"
A library for building VS Code chat participant extensions
GraphRAG using Local LLMs - Features robust API and multiple apps for Indexing/Prompt Tuning/Query/Chat/Visualizing/Etc. This is meant to be the ultimate GraphRAG/KG local LLM app.
H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/
A collection of example COBOL programs I wrote demonstrating different syntaxes and features.
A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure Cognitive Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experi…
Solution Accelerator to show how to build your own copilot
This solution accelerator leverages Azure AI Foundry, Azure AI Content Understanding, Azure OpenAI Service, and Azure AI Search to enable organizations to derive insights from volumes of conversati…
A simple chat application that integrates Microsoft Entra ID for user authentication. Designed for deployment on Azure Container Apps with the Azure Developer CLI.
A simple chat application that integrates Microsoft Entra ID for user authentication. Designed for deployment on Azure Container Apps with the Azure Developer CLI.
Sample chat application using Azure Cosmos DB for NoSQL, Azure OpenAI, Azure Container Apps, and Azure Container Registry
A simple chat application that uses managed identity for Azure OpenAI access. Designed for deployment on Azure Container Apps with the Azure Developer CLI.
Sample code for a simple web chat experience through Azure OpenAI, including Azure OpenAI On Your Data.
This is a Phi Family of SLMs book for getting started with Phi Models. Phi a family of open sourced AI models developed by Microsoft. Phi models are the most capable and cost-effective small langua…
Packaged app samples to accelerate devs journey to cloud